Find
Create
Prove

Find scattered signals.

Keywords, insights, references, customer data — pulled into one place.

Create content that fits your brand.

Cardnews, blog posts, detail pages, videos — built in one system.

Prove what actually works.

Not just publish — bring performance into the operation.

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The Loop

Three products. One loop that closes.

It's not the number of tools — it's how they connect. No one closes this loop end-to-end in Korea. Or anywhere else.

01Coming Q4 2026

FIND — What to say

TRAIL Search

Discover what your brand should say. Keyword, question, and asset discovery — built for the AEO/GEO era and Korean search behavior.

Keyword researchQuestion miningAEO/GEO monitoringCompetitor scans
02Available now

CREATE — How to say it

TRAIL Studio

Generate on-brand content across formats — blog, detail pages, product photos, video, card news, and more. Multi-agent pipelines with built-in fact-check and Naver SEO.

7+ pipelinesMulti-agent fact-checkNaver SEOPersona system
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03Coming 2027

PROVE — What worked

TRAIL Proof

Close the loop with measurement, attribution, and next-action signals — so the next round of Find and Create gets smarter.

MeasurementAttributionPerformance reportsNext-action recommendations

Why Now

Three shifts. One window.

Tech

AI generation costs dropped 10× in 24 months. SME-scale SaaS unit economics finally work.

Market

Single-tool AI is saturating. The next decade belongs to OS-shaped platforms that connect discovery, creation, and proof.

Policy

Korea's SME digital transformation, K-commerce export, and AI ecosystem policies all point to the same gap — and we sit in it.

The trio doesn't sequence. It compounds.

Traction & Roadmap

Evidence so far. Plan ahead.

Execution proof

284K

Lines of production code

12+

AI models integrated

18

Domain packages

1

Solo founder · zero outside hires

MVP shipped in 2 months · 12+ months to replicate

12-month roadmap

2026 Q2

Studio MVP

Ready to ship

2026 Q4

Search MVP

Discovery as product

2027 Q2

Proof MVP

Measurement & attribution

2027 Q4

Full OS

Three products integrated

Policy alignment

SME Digital TransformationK-Commerce Export ReadyAI Ecosystem ContributorContent Capability Equity

Founder

The builder

Fred Kim

Fred Kim

Founder, TRAIL Labs

Loves being busy

SNU Integrated MS/PhDFormer CERN researcher

I'm Fred Kim, founder of TRAIL Labs. Before TRAIL, I built full-stack products and AI pipelines across content and commerce.

Shipped several 0→1 products, exited one successfully, and started TRAIL from scratch.

I started TRAIL because the marketing OS I wanted didn't exist — not in Korea, not anywhere. Studio is the first piece. Search and Proof come next.

Contact

What brings you here?

Potential customer

Curious about TRAIL?

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Investor · partner · institution

Let's talk directly

Investors, partners, and grant officers — reach out by email. We'll send the IR deck too.